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create_window

Syntologyentry name in harvested coderead from the graph 2026-09-24

create_window appears in the code Syntology harvested for 82 papers, as 24 distinct code bodies found in 84 places (a place is one code body under one paper). At least one of them ran in 44 of the papers; 7 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named create_window do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 7 of the 24 distinct code bodies named create_window; 17 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

4ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
3ran
17unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 23 of the 84 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

82 papers shown of 82, newest first; 84 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 2 papers added by Syntology; 6 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
FAST: Foreground-aware Diffusion with Accelerated Sampling Trajectory for Segmentation-oriented Anomaly Synthesis added by Syntology 2025-09 (from id) Chhro123/fast-foreground-aware-anomaly-synthesis/unet_utils/loss.py 443341084ce76798 unverified no licence file found · pointer only
TemCoCo: Temporally Consistent Multi-modal Video Fusion with Visual-Semantic Collaboration added by Syntology 2025-08 (from id) Meiqi-Gong/TemCoCo/loss.py 45b6edb2cf78cda2 unverified no licence file found · pointer only
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration 29 May 2025 FZU-N/URWKV/model/loss.py 6154e3744ece5728 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Open Set Label Shift with Test Time Out-of-Distribution Reference 9 May 2025 ChangkunYe/OpenSetLabelShift/openood/losses/ssim.py 45b6edb2cf78cda2 unverified MIT (permissive)
Re-thinking Temporal Search for Long-Form Video Understanding 3 Apr 2025 longvideohaystack/tstar/LVHaystackBench/val_tstar_results.py aa7d2df0ec8be08a unverified MIT (permissive)
GS-LiDAR: Generating Realistic LiDAR Point Clouds with Panoramic Gaussian Splatting 22 Jan 2025 fudan-zvg/gs-lidar/utils/loss_utils.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
EVOS: Efficient Implicit Neural Training via EVOlutionary Selector 13 Dec 2024 zwx-open/Symmetric-Power-Transformation-INR/components/ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
Deep Variational Bayesian Modeling of Haze Degradation Process 4 Dec 2024 eunwooim/variational-dehazing-networks/FFA-Net/metrics.py 8e6dfffd626f0962 unverified MIT (permissive)
DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes 18 Nov 2024 chengweialan/desire-gs/utils/loss_utils.py 6154e3744ece5728 ran · honoured contract fingerprinted no licence file found · pointer only
Going Beyond Conventional OOD Detection 16 Nov 2024 sudarshanregmi/ascood/openood/losses/ssim.py 45b6edb2cf78cda2 unverified MIT (permissive)
Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination 14 Nov 2024 anindyasdas/adl4vad/loss.py 443341084ce76798 unverified no licence file found · pointer only
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model 31 Oct 2024 Leiii-Cao/Text-DiFuse/diffusion_fusion/util.py 667496bffcb3922d unverified MIT (permissive)
ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction 28 Oct 2024 LowlevelAI/ECMamba/basicsr/losses/pytorch_ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted Apache-2.0 (permissive)
ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction 28 Oct 2024 LowlevelAI/ECMamba/basicsr/losses/onerestore_loss.py 443341084ce76798 unverified Apache-2.0 (permissive)
Revisiting Tampered Scene Text Detection in the Era of Generative AI 31 Jul 2024 qcf-568/ostf/FBCNN/models/loss_ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted no licence file found · pointer only
Blind Image Deconvolution by Generative-based Kernel Prior and Initializer via Latent Encoding 20 Jul 2024 jtaoz/gkpile-deconvolution/SSIM.py 6154e3744ece5728 ran · honoured contract fingerprinted BSD-2-Clause (permissive)
LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models 12 Jul 2024 ybzh/openood-vlm/openood/losses/ssim.py 45b6edb2cf78cda2 unverified MIT (permissive)
ZeroPur: Succinct Training-Free Adversarial Purification 5 Jun 2024 erhul/ZeroPur/peceptual/distances.py 7fad0aef219ec2a6 ran fingerprinted no licence file found · pointer only
Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks 2 Jun 2024 supersupercong/msgnn/msgnn/config/cal_ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted no licence file found · pointer only
Correlation Matching Transformation Transformers for UHD Image Restoration 2 Jun 2024 supersupercong/uhdformer/basicsr/models/cal_ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted no licence file found · pointer only
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning 27 May 2024 aailab-kaist/DBAE/eval_reconstruction.py 6154e3744ece5728 ran · honoured contract fingerprinted Apache-2.0 (permissive)
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models 27 May 2024 csdwren/SelfDeblur/SSIM.py 6154e3744ece5728 ran · honoured contract fingerprinted no licence file found · pointer only
A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution 24 Apr 2024 XYLGroup/DKP/DIPDKP/DIPDKP/model/SSIM.py 6154e3744ece5728 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Unified Unsupervised Salient Object Detection via Knowledge Transfer 23 Apr 2024 I2-Multimedia-Lab/A2S-v3/base/loss.py ac058a4e4f750ebf unverified MIT (permissive)
Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs 16 Apr 2024 gosha20777/rawformer/rawformer/torch/losses.py 6154e3744ece5728 ran · honoured contract fingerprinted no licence file found · pointer only
RF-Diffusion: Radio Signal Generation via Time-Frequency Diffusion 14 Apr 2024 mobicom24/rf-diffusion/inference.py 86ef4df1934b0d4c unverified GPL-3.0 (copyleft) · pointer only
FusionMamba: Efficient Remote Sensing Image Fusion with State Space Model 11 Apr 2024 PSRben/FusionMamba/utils/tools.py 6dcedc9119590eb5 ran · honoured contract fingerprinted no licence file found · pointer only
Finding Visual Saliency in Continuous Spike Stream 10 Mar 2024 BIT-Vision/SVS/utils/pytorch_ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted no licence file found · pointer only
Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing 2 Mar 2024 zhoushen1/dcmpnet/utils/metrics.py 8e6dfffd626f0962 unverified MIT (permissive)
Attack-Resilient Image Watermarking Using Stable Diffusion 8 Jan 2024 zhanglijun95/ZoDiac/loss/pytorch_ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted no licence file found · pointer only
Bilateral Reference for High-Resolution Dichotomous Image Segmentation 7 Jan 2024 zhengpeng7/birefnet/loss.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
Exposure Bracketing Is All You Need For A High-Quality Image 1 Jan 2024 cszhilu1998/BracketIRE/models/losses.py a0dde615fc1dc309 ran fingerprinted licence not identified · pointer only
Unifying Correspondence, Pose and NeRF for Pose-Free Novel View Synthesis from Stereo Pairs 12 Dec 2023 KU-CVLAB/CoPoNeRF/models/loss_function.py 3fe23507aa4d496c unverified no licence file found · pointer only
AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model 10 Dec 2023 sjtuplayer/anomalydiffusion/unet_utils/loss.py 443341084ce76798 unverified MIT (permissive)
Energy-Calibrated VAE with Test Time Free Lunch 7 Nov 2023 DJ-LYH/EC-VAE/loss/ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted no licence file found · pointer only
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis 30 Sep 2023 merlresearch/SteeredDiffusion/losses/ssim.py 8e6dfffd626f0962 unverified AGPL-3.0 (copyleft) · pointer only
NeRRF: 3D Reconstruction and View Synthesis for Transparent and Specular Objects with Neural Refractive-Reflective Fields 22 Sep 2023 dawning77/nerrf/eval/eval_approx.py 238bc14d1510f9c0 ran fingerprinted no licence file found · pointer only
S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields 14 Aug 2023 identical code first harvested elsewhere 6154e3744ece5728 ran · honoured contract fingerprinted licence of this copy not recorded
dugMatting: Decomposed-Uncertainty-Guided Matting 2 Jun 2023 fire-friend/dugmatting/utils/SSIM_loss.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer 31 Mar 2023 shallowdream204/SODA-SR/models/loss_ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder 27 Mar 2023 tsun/bdmae/defense/pytorch_ssim.py 48b9ca43caa5a8d6 unverified MIT (permissive)
SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection 25 Mar 2023 zjysteven/sio/openood/losses/ssim.py 45b6edb2cf78cda2 unverified MIT (permissive)
Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization 17 Feb 2023 caoyunkang/CDO/loss/base_loss.py 443341084ce76798 unverified MIT (permissive)
LDMIC: Learning-based Distributed Multi-view Image Coding 24 Jan 2023 Xinjie-Q/LDMIC/models/ldmic.py 2e267efa0f0415cc ran · honoured contract fingerprinted MIT (permissive)
Benchmark Dataset and Effective Inter-Frame Alignment for Real-World Video Super-Resolution 10 Dec 2022 hitrainer/eavsr/models/.ipynb_checkpoints/losses-checkpoint.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
Benchmark Dataset and Effective Inter-Frame Alignment for Real-World Video Super-Resolution 10 Dec 2022 hitrainer/eavsr/models/losses.py a0dde615fc1dc309 ran fingerprinted MIT (permissive)
Data Models for Dataset Drift Controls in Machine Learning With Optical Images 4 Nov 2022 aiaudit-org/raw2logit/utils/ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
Scaling Adversarial Training to Large Perturbation Bounds 18 Oct 2022 val-iisc/OAAT/perceptual_advex/distances.py 7fad0aef219ec2a6 ran fingerprinted MIT (permissive)
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection 13 Oct 2022 antoinedemathelin/openood/openood/losses/ssim.py 45b6edb2cf78cda2 unverified MIT (permissive)
CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning 4 Oct 2022 charlesge/openood-cadet/openood/losses/ssim.py 45b6edb2cf78cda2 unverified MIT (permissive)
Adversarial Coreset Selection for Efficient Robust Training 13 Sep 2022 hmdolatabadi/acs/perceptual_advex/distances.py 7fad0aef219ec2a6 ran fingerprinted MIT (permissive)
Unsupervised Anomaly Localization with Structural Feature-Autoencoders 23 Aug 2022 felime/feature-autoencoder/fae/utils/pytorch_ssim.py 66d28fbd10f1cd8f unverified MIT (permissive)
One-Shot Medical Landmark Localization by Edge-Guided Transform and Noisy Landmark Refinement 31 Jul 2022 GoldExcalibur/EdgeTrans4Mark/lib/core/loss.py da927b7672f6f833 unverified MIT (permissive)
ProDiff: Progressive Fast Diffusion Model For High-Quality Text-to-Speech 13 Jul 2022 Rongjiehuang/ProDiff/modules/commons/ssim.py 02d37efafc1e85c3 unverified MIT (permissive)
SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views 12 Jun 2022 xxlong0/sparseneus/loss/ncc.py c0650bf8cda4a8dc unverified MIT (permissive)
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation 29 May 2022 ltkong218/IFRNet/metric.py ddde98d185346197 unverified MIT (permissive)
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration 24 May 2022 wdhudiekou/UMF-CMGR/loss/ms_ssim.py 99192b24260c72cb unverified MIT (permissive)
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech 15 May 2022 Rongjiehuang/GenerSpeech/modules/commons/ssim.py 02d37efafc1e85c3 unverified MIT (permissive)
BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment 18 Apr 2022 algolzw/bsrt/code/real/bsrt/loss/mssim.py 443341084ce76798 unverified MIT (permissive)
SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image 2 Apr 2022 VITA-Group/SinNeRF/losses.py e83c4d7c9ee62275 unverified MIT (permissive)
A Visual Navigation Perspective for Category-Level Object Pose Estimation 25 Mar 2022 wrld/visual_navigation_pose_estimation/models/networks/losses.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
Joint Learning of Salient Object Detection, Depth Estimation and Contour Extraction 9 Mar 2022 xiaoqi-zhao-dlut/mmft/model/ssim_loss.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation 28 Feb 2022 wustl-cig/CURE/models/utils.py 38712e941cb45c1f unverified MIT (permissive)
Learning the Beauty in Songs: Neural Singing Voice Beautifier 27 Feb 2022 MoonInTheRiver/DiffSinger/modules/commons/ssim.py 02d37efafc1e85c3 unverified MIT (permissive)
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing 30 Nov 2021 yuval-alaluf/hyperstyle/criteria/ms_ssim.py 443341084ce76798 unverified MIT (permissive)
Masked Autoencoders Are Scalable Vision Learners 11 Nov 2021 yangsun22/tc-moa/model/ViT_MAE.py ea765f7aef3e0254 ran · honoured contract fingerprinted no licence file found · pointer only
OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Seismic Full Waveform Inversion 4 Nov 2021 lanl/OpenFWI/pytorch_ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted BSD-3-Clause (permissive)
DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection 17 Aug 2021 vitjanz/draem/loss.py 443341084ce76798 unverified MIT (permissive)
PixelSynth: Generating a 3D-Consistent Experience from a Single Image 12 Aug 2021 crockwell/pixelsynth/models/encoderdecoder.py 6dcedc9119590eb5 ran · honoured contract fingerprinted no licence file found · pointer only
ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration 13 Apr 2021 junyuchen245/ViT-V-Net_for_3D_Image_Registration_Pytorch/ViT-V-Net/losses.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
CompressAI: a PyTorch library and evaluation platform for end-to-end compression research 5 Nov 2020 identical code first harvested elsewhere 2e267efa0f0415cc ran · honoured contract fingerprinted licence of this copy not recorded
Experimental design for MRI by greedy policy search 30 Oct 2020 Timsey/pg_mri/src/helpers/torch_metrics.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework 12 May 2020 IanSullivan/DeepFakeTorch/SSIM.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
Deformable 3D Convolution for Video Super-Resolution 6 Apr 2020 XinyiYing/D3Dnet/code/evaluation.py 6154e3744ece5728 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution 26 Feb 2020 YapengTian/TDAN-VSR-CVPR-2020/pytorch_ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM 26 Jul 2019 Kwanss/PCLNet/models/ssim_module.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset 2 Apr 2019 chiukin/SPANet/cal_ssim.py 6154e3744ece5728 ran · honoured contract fingerprinted MIT (permissive)
High Quality Monocular Depth Estimation via Transfer Learning 31 Dec 2018 dsshim0125/grmc/loss.py 443341084ce76798 unverified MIT (permissive)
arXiv:ijcai2022_0196 wanghu178/KUNet/codes/models/ssim.py 443341084ce76798 unverified MIT (permissive)
arXiv:Zhou_Texture-Guided_Saliency_Distilling_for_Unsupervised_Salient_Object_Detection_CVPR_2023_paper moothes/A2S-v2/base/loss.py ac058a4e4f750ebf unverified MIT (permissive)
arXiv:Zavrtanik_DRAEM_-_A_Discriminatively_Trained_Reconstruction_Embedding_for_Surface_Anomaly_ICCV_2021_paper VitjanZ/DRAEM/loss.py 443341084ce76798 unverified MIT (permissive)
arXiv:Xie_Diffusion-based_Event_Generation_for_High-Quality_Image_Deblurring_CVPR_2025_paper XinanXie/EGDeblurring/core/my_metrics.py 6154e3744ece5728 ran · honoured contract fingerprinted Apache-2.0 (permissive)
arXiv:Liu_Detecting_Out-of-Distribution_Through_the_Lens_of_Neural_Collapse_CVPR_2025_paper litianliu/NCI-OOD/openood/losses/ssim.py 45b6edb2cf78cda2 unverified MIT (permissive)
arXiv:Li_Self-Supervised_Blind_Motion_Deblurring_With_Deep_Expectation_Maximization_CVPR_2023_paper Chilie/Deblur_MCEM/SSIM.py 6154e3744ece5728 ran · honoured contract fingerprinted Apache-2.0 (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

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